Whenever I take an item off the shelf at Walmart, or any other store, I compare it to similar items.
Oil - Stand two bottles next to each other and check for color, and volume.
Mouthwash - check the safety seal and don't buy 'dented' bottles.
Boxed items, check for factory tape (if there is...